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Releases: mudler/LocalAI

v2.8.0

10 Feb 00:29
@mudler mudler
v2.8.0
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v2.8.0

This release adds support for Intel GPUs, and it deprecates old ggml-based backends which are by now superseded by llama.cpp (that now supports more architectures out-of-the-box). See also #1651.

Images are now based on Ubuntu 22.04 LTS instead of Debian bullseye.

Intel GPUs

There are now images tagged with "sycl". There are sycl-f16 and sycl-f32 images indicating f16 or f32 support.

For example, to start phi-2 with an Intel GPU it is enough to use the container image like this:

docker run -e DEBUG=true -ti -v $PWD/models:/build/models -p 8080:8080  -v /dev/dri:/dev/dri --rm quay.io/go-skynet/local-ai:master-sycl-f32-ffmpeg-core phi-2

Note

First off, a massive thank you to each and every one of you who've chipped in to squash bugs and suggest cool new features for LocalAI. Your help, kind words, and brilliant ideas are truly appreciated - more than words can say!

And to those of you who've been heros, giving up your own time to help out fellow users on Discord and in our repo, you're absolutely amazing. We couldn't have asked for a better community.

Just so you know, LocalAI doesn't have the luxury of big corporate sponsors behind it. It's all us, folks. So, if you've found value in what we're building together and want to keep the momentum going, consider showing your support. A little shoutout on your favorite social platforms using @LocalAI_OSS and @mudler_it or joining our sponsorship program can make a big difference.

Also, if you haven't yet joined our Discord, come on over! Here's the link: https://discord.gg/uJAeKSAGDy

Every bit of support, every mention, and every star adds up and helps us keep this ship sailing. Let's keep making LocalAI awesome, together.

Thanks a ton, and here's to more exciting times ahead with LocalAI! 🚀

What's Changed

Exciting New Features 🎉

  • feat(sycl): Add support for Intel GPUs with sycl (#1647) by @mudler in #1660
  • Drop old falcon backend (deprecated) by @mudler in #1675
  • ⬆️ Update ggerganov/llama.cpp by @localai-bot in #1678
  • Drop ggml-based gpt2 and starcoder (supported by llama.cpp) by @mudler in #1679
  • fix(Dockerfile): sycl dependencies by @mudler in #1686
  • feat: Use ubuntu as base for container images, drop deprecated ggml-transformers backends by @mudler in #1689

👒 Dependencies

Other Changes

New Contributors

Full Changelog: v2.7.0...v2.8.0

Contributors

richiejp, mudler, and 3 other contributors
Assets 8
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v2.7.0

29 Jan 09:13
@mudler mudler
v2.7.0
abd678e
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v2.7.0

This release adds support to the transformer backend for LLM as well!

For now instance you can run codellama-7b with transformers with:

docker run -ti -p 8080:8080 --gpus all localai/localai:v2.7.0-cublas-cuda12 codellama-7b

In the quickstart there are more examples available https://localai.io/basics/getting_started/#running-models.

Note: As llama.cpp is ongoing with changes that could possible cause breakage, this release does not includes changes from ggerganov/llama.cpp#5138 (the future versions will).

What's Changed

Bug fixes 🐛

  • fix(paths): automatically create paths by @mudler in #1650

Exciting New Features 🎉

  • feat(transformers): support also text generation by @mudler in #1630
  • transformers: correctly load automodels by @mudler in #1643
  • feat(startup): fetch model definition remotely by @mudler in #1654

👒 Dependencies

Other Changes

Full Changelog: v2.6.1...v2.6.2

Contributors

mudler and localai-bot
Assets 8
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v2.6.1

23 Jan 17:22
@mudler mudler
v2.6.1
d5d82ba
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v2.6.1

This is a patch release containing bug-fixes around parallel request support with llama.cpp models.

What's Changed

Bug fixes 🐛

  • fix(llama.cpp): Enable parallel requests by @tauven in #1616
  • fix(llama.cpp): enable cont batching when parallel is set by @mudler in #1622

Exciting New Features 🎉

  • feat(grpc): backend SPI pluggable in embedding mode by @coyzeng in #1621

👒 Dependencies

Other Changes

New Contributors

Full Changelog: v2.6.0...v2.6.1

Contributors

tauven, mudler, and 2 other contributors
Assets 8
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v2.6.0

20 Jan 17:34
@mudler mudler
v2.6.0
06cd9ef
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v2.6.0

What's Changed

Bug fixes 🐛

  • move BUILD_GRPC_FOR_BACKEND_LLAMA logic to makefile: errors in this section now immediately fail the build by @dionysius in #1576
  • prepend built binaries in PATH for BUILD_GRPC_FOR_BACKEND_LLAMA by @dionysius in #1593

Exciting New Features 🎉

  • minor: replace shell pwd in Makefile with CURDIR for better windows compatibility by @dionysius in #1571
  • Makefile: allow to build without GRPC_BACKENDS by @mudler in #1607
  • feat: 🐍 add mamba support by @mudler in #1589
  • feat(extra-backends): Improvements, adding mamba example by @mudler in #1618

👒 Dependencies

Other Changes

New Contributors

Full Changelog: v2.5.1...v2.6.0

Contributors

dionysius, mudler, and 3 other contributors
Assets 8
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v2.5.1

09 Jan 08:00
@mudler mudler
v2.5.1
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v2.5.1

Patch release to create /build/models in the container images.

What's Changed

Other Changes

Full Changelog: v2.5.0...v2.5.1

Contributors

localai-bot
Assets 8
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v2.5.0

08 Jan 13:55
@mudler mudler
v2.5.0
574fa67
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v2.5.0

What's Changed

This release adds more embedded models, and shrink image sizes.

You can run now phi-2 ( see here for the full list ) locally by starting localai with:

docker run -ti -p 8080:8080 localai/localai:v2.5.0-ffmpeg-core phi-2

LocalAI accepts now as argument a list of short-hands models and/or URLs pointing to valid yaml file. A popular way to host those files are Github gists.

For instance, you can run llava, by starting local-ai with:

docker run -ti -p 8080:8080 localai/localai:v2.5.0-ffmpeg-core https://raw.githubusercontent.com/mudler/LocalAI/master/embedded/models/llava.yaml

Exciting New Features 🎉

  • feat: more embedded models, coqui fixes, add model usage and description by @mudler in #1556

👒 Dependencies

  • deps(conda): use transformers-env with vllm,exllama(2) by @mudler in #1554
  • deps(conda): use transformers environment with autogptq by @mudler in #1555
  • ⬆️ Update ggerganov/llama.cpp by @localai-bot in #1558

Other Changes

Full Changelog: v2.4.1...v2.5.0

Contributors

mudler and localai-bot
Assets 8
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v2.4.1

06 Jan 00:05
@mudler mudler
v2.4.1
ce724a7
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v2.4.1

What's Changed

Exciting New Features 🎉

  • feat: embedded model configurations, add popular model examples, refactoring by @mudler in #1532

Other Changes

Full Changelog: v2.4.0...v2.4.1

Contributors

mudler and localai-bot
Assets 8
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v2.4.0

04 Jan 16:30
@mudler mudler
v2.4.0
bcf0244
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v2.4.0

What's Changed

Bug fixes 🐛

  • fix(entrypoint): cd to backend dir before start by @mudler in #1530
  • fix(diffusers): add omegaconf dependency by @mudler in #1540

Exciting New Features 🎉

👒 Dependencies

Other Changes

Full Changelog: v2.3.1...v2.4.0

Contributors

mudler and localai-bot
Assets 8
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v2.3.1

30 Dec 14:38
@mudler mudler
v2.3.1
a95bb05
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v2.3.1

What's Changed

Bug fixes 🐛

  • Fix: Set proper Homebrew install location for x86 Macs by @cnatale in #1510
  • fix(download): correctly check for not found error by @mudler in #1514

👒 Dependencies

Other Changes

New Contributors

Full Changelog: v2.3.0...v2.3.1

Contributors

cnatale, mudler, and 2 other contributors
Assets 8
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v2.3.0

29 Dec 19:01
@mudler mudler
v2.3.0
9723c3c
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v2.3.0

What's Changed

Bug fixes 🐛

Exciting New Features 🎉

👒 Dependencies

Other Changes

New Contributors

Full Changelog: v2.2.0...v2.3.0

Contributors

M0Rf30, sozercan, and 5 other contributors
Assets 8
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